{"id":"https://openalex.org/W2607172015","doi":"https://doi.org/10.1109/sas.2017.7894058","title":"Real-time UAV sound detection and analysis system","display_name":"Real-time UAV sound detection and analysis system","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2607172015","doi":"https://doi.org/10.1109/sas.2017.7894058","mag":"2607172015"},"language":"en","primary_location":{"id":"doi:10.1109/sas.2017.7894058","doi":"https://doi.org/10.1109/sas.2017.7894058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sas.2017.7894058","pdf_url":null,"source":{"id":"https://openalex.org/S7407089080","display_name":"IEEE Sensors Applications Symposium (SAS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Sensors Applications Symposium (SAS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100770743","display_name":"Juhyun Kim","orcid":"https://orcid.org/0000-0002-8449-4591","observed_orcids":["https://orcid.org/0000-0002-8449-4591"]},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juhyun Kim","raw_affiliation_strings":["Department of Computer Science and Engineering, Dongguk University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Dongguk University","institution_ids":["https://openalex.org/I205490536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034642905","display_name":"Cheonbok Park","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]},{"id":"https://openalex.org/I4210161052","display_name":"Korea University","ror":"https://ror.org/05m1gnk07","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210161052"]}],"countries":["JP","KR"],"is_corresponding":false,"raw_author_name":"Cheonbok Park","raw_affiliation_strings":["Department of Computer Science and Engineering, Korea University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Korea University","institution_ids":["https://openalex.org/I197347611","https://openalex.org/I4210161052"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jinwoo Ahn","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I148751991","display_name":"Sogang University","ror":"https://ror.org/056tn4839","country_code":"KR","type":"education","lineage":["https://openalex.org/I148751991"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinwoo Ahn","raw_affiliation_strings":["Department of Computer Science and Engineering, Sogang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sogang University","institution_ids":["https://openalex.org/I148751991"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015921856","display_name":"Youlim Ko","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I205490536","display_name":"Dongguk University","ror":"https://ror.org/057q6n778","country_code":"KR","type":"education","lineage":["https://openalex.org/I205490536"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youlim Ko","raw_affiliation_strings":["Department of Computer Science and Engineering, Dongguk University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Dongguk University","institution_ids":["https://openalex.org/I205490536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100722734","display_name":"Junghyun Park","orcid":"https://orcid.org/0000-0002-6263-2244","observed_orcids":["https://orcid.org/0000-0002-6263-2244"]},"institutions":[{"id":"https://openalex.org/I133533813","display_name":"Gangneung\u2013Wonju National University","ror":"https://ror.org/0461cvh40","country_code":"KR","type":"education","lineage":["https://openalex.org/I133533813"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junghyun Park","raw_affiliation_strings":["Department of Computer Science and Engineering, Gangneung-Wonju National University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Gangneung-Wonju National University","institution_ids":["https://openalex.org/I133533813"]}]},{"author_position":"last","author":{"id":null,"display_name":"John C. Gallagher","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John C. Gallagher","raw_affiliation_strings":["Department of Computer Science and Engineering, Wright State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Wright State University","institution_ids":["https://openalex.org/I19648265"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.1567,"has_fulltext":false,"cited_by_count":129,"citation_normalized_percentile":{"value":0.98379484,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11692","display_name":"Noise Effects and Management","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12125","display_name":"Aerospace and Aviation Technology","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/drone-detection","display_name":"drone detection","score":0.9229999780654907},{"id":"https://openalex.org/keywords/unmanned-aerial-vehicles","display_name":"unmanned aerial vehicles","score":0.8429999947547913},{"id":"https://openalex.org/keywords/fft-analysis","display_name":"FFT analysis","score":0.4869999885559082},{"id":"https://openalex.org/keywords/image-based-machine-learning","display_name":"image-based machine learning","score":0.48899999260902405},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.8209999799728394},{"id":"https://openalex.org/keywords/template-matching","display_name":"template matching","score":0.7020000219345093},{"id":"https://openalex.org/keywords/audio-classification","display_name":"audio classification","score":0.5099999904632568},{"id":"https://openalex.org/keywords/software-framework","display_name":"software framework","score":0.6320000290870667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8056877255439758},{"id":"https://openalex.org/C75172450","wikidata":"https://www.wikidata.org/wiki/Q623950","display_name":"Fast Fourier transform","level":2,"score":0.7785657644271851},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.6697121262550354},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5871686339378357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5851858854293823},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5393486022949219},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4263598322868347},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36486929655075073},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07572576403617859},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sas.2017.7894058","doi":"https://doi.org/10.1109/sas.2017.7894058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sas.2017.7894058","pdf_url":null,"source":{"id":"https://openalex.org/S7407089080","display_name":"IEEE Sensors Applications Symposium (SAS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Sensors Applications Symposium (SAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W83334756","https://openalex.org/W95202560","https://openalex.org/W1499363995","https://openalex.org/W2065943074","https://openalex.org/W2096189825","https://openalex.org/W2107789863","https://openalex.org/W2133665775","https://openalex.org/W2145386028","https://openalex.org/W2488524531","https://openalex.org/W3021908862"],"related_works":["https://openalex.org/W2885635795","https://openalex.org/W2996759432","https://openalex.org/W4312508334","https://openalex.org/W4367048920","https://openalex.org/W7154948858","https://openalex.org/W4404862034","https://openalex.org/W3167158569","https://openalex.org/W7152695085","https://openalex.org/W2581387731","https://openalex.org/W7130690777"],"abstract_inverted_index":{"In":[0],"this":[1,130],"paper,":[2],"we":[3],"present":[4],"a":[5,78,84,109,133],"real-time":[6,33],"drone":[7,37],"detection":[8,38],"and":[9,35,52,71,116,124,146,152],"monitoring":[10],"system,":[11],"that":[12],"users":[13],"can":[14,166],"easily":[15],"utilize":[16],"in":[17,120],"daily":[18],"life":[19],"to":[20,67,95,140],"detect":[21,68],"drones":[22],"using":[23,39],"sound":[24,144],"data.":[25],"This":[26],"system":[27],"performs":[28,36],"FFT":[29,65,80],"on":[30],"the":[31,40,63,73,89,97,105,111,162],"sampled":[32],"data":[34,42,61],"transformed":[41],"through":[43],"two":[44,106,156],"different":[45],"methods,":[46],"Plotted":[47],"Image":[48],"Machine":[49],"Learning":[50],"(PIL)":[51],"K":[53],"Nearest":[54],"Neighbors":[55],"(KNN).":[56],"The":[57,126],"PIL":[58,123],"uses":[59,91],"image":[60,75],"from":[62],"visualized":[64],"graph":[66],"robust":[69],"points,":[70],"compares":[72],"average":[74,98],"similarity":[76],"with":[77,83,104,142],"reference":[79],"template":[81],"associated":[82],"target":[85],"of":[86,114,122,129,155],"interest.":[87],"Whereas,":[88],"KNN":[90],"FFT-format":[92],"csv":[93],"files":[94],"compare":[96],"distance":[99],"similarity.":[100],"Experiments":[101],"were":[102],"performed":[103],"methods.":[107],"As":[108],"result,":[110],"accuracy":[112],"rate":[113],"83%":[115],"61%":[117],"was":[118],"shown":[119],"each":[121],"KNN.":[125],"major":[127],"deliverables":[128],"work":[131],"are":[132],"software":[134,163],"package":[135],"framework":[136,164],"one":[137],"may":[138],"use":[139],"experiment":[141],"various":[143],"samples":[145],"classifiers":[147],"via":[148],"modifiable":[149],"classifier":[150],"modules":[151],"initial":[153],"testing":[154],"classifiers.":[157,170],"Future":[158],"work,":[159],"enabled":[160],"by":[161],"developed,":[165],"employ":[167],"more":[168],"capable":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":2}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2017-04-28T00:00:00"}